He likely isn´t bluffing, so folding is fine.
I would usually bet turn for value around 6-7$. Depends on the player it can be both b/f or b/c- checking back is also fine, but river spade, ace or even jack freezes your action and gives him option to bluff. So I would rather bet turn and then decide if you want to call shove.